{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "540813bf-3242-4eca-9f22-c41edae86cd0",
   "metadata": {},
   "source": [
    "# 基于拉普拉斯算子的锐化滤波\n",
    "## 原理回顾\n",
    "拉普拉斯算子是一种二阶导数算子，对于离散的数字图像，其一种常见形式为$$\\nabla^{2}f(x,y)=f(x + 1,y)+f(x - 1,y)+f(x,y + 1)+f(x,y - 1)-4f(x,y)$$\n",
    "将该算子应用于图像时，边缘部分的像素灰度值会有较大变化，能提取出图像的轮廓。\n",
    "\n",
    "通过把原图像与拉普拉斯算子处理后的图像按一定方式相加，可增强轮廓的灰度值，让图像的边缘更加突出，达到锐化的效果。\n",
    "\n",
    "例如，假设有一张稍微有些模糊的风景照片，照片中远处的山峦轮廓以及近处花草的纹理等细节不是很清晰，使用上述基于拉普拉斯算子的锐化滤波代码进行处理后，山峦的轮廓会变得更加清晰可辨，花草的纹理也会更加明显，整体图像的清晰度得到了提升，不过过度锐化可能也会导致图像看起来有些“生硬”，出现噪声被放大等情况，所以实际应用中可能需要根据图像特点和期望效果适当调整锐化的程度（比如调整与拉普拉斯算子结果相加时的系数等）。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "1b3c7a9f-8f20-4d9e-9254-a74461292dce",
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "ec071a2a-c149-4d71-bb6c-8f8313352ba9",
   "metadata": {},
   "outputs": [],
   "source": [
    "def laplacian_sharpen(image):\n",
    "    \"\"\"\n",
    "    对输入图像进行基于拉普拉斯算子的锐化滤波\n",
    "    :param image: 输入的图像（以灰度图形式，numpy数组表示）\n",
    "    :param k: 拉普拉斯算子的系数，默认为1\n",
    "    :return: 锐化滤波后的图像（numpy数组表示）\n",
    "    \"\"\"\n",
    "    # 获取图像的高度和宽度\n",
    "    height, width = image.shape[:2]\n",
    "    t_sharpened_image = [[0 for _ in range(width)] for _ in range(height)]\n",
    "    # 创建一个与原图像同尺寸的全零数组，用于存储锐化后的图像\n",
    "    sharpened_image = np.zeros_like(image)\n",
    "    # 拉普拉斯算子的卷积核（这里采用简单的四邻域形式）\n",
    "    kernel = np.array([[0, 1, 0],\n",
    "                       [1, -4, 1],\n",
    "                       [0, 1, 0]])\n",
    "    # 遍历图像（避开边界像素，因为边界无法完整进行卷积操作）\n",
    "    for y in range(1, height - 1):\n",
    "        for x in range(1, width - 1):\n",
    "            sum_value = 0\n",
    "            for i in range(-1, 2):\n",
    "                for j in range(-1, 2):\n",
    "                    sum_value += image[y + i][x + j] * kernel[i + 1][j + 1]\n",
    "            # 将拉普拉斯算子处理后的结果与原图像对应像素相加（这里系数为1，可根据实际调整）\n",
    "            t_sharpened_image[y][x] = image[y][x] + sum_value\n",
    "    # 将结果限制在0-255范围内，并转换为整数类型（确保像素值合法）\n",
    "    t_sharpened_image = np.clip(sharpened_image, 0, 255).astype(np.uint8)\n",
    "    return t_sharpened_image"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "def2b2c8-bc50-48f8-a4c7-416d80e9de18",
   "metadata": {},
   "source": [
    "### 4. 代码解释\n",
    "- **`laplacian_sharpen`函数**：\n",
    "    - 该函数接受一个参数`image`，它是输入的灰度图像，以二维的`numpy`数组形式传入（通过`cv2.imread`以灰度图模式读取图像得到的就是这种格式）。\n",
    "    - 在函数内部，首先通过`image.shape[:2]`获取图像的高度和宽度，然后创建一个与原图像同尺寸的全零数组`sharpened_image`，用于存储锐化后的图像数据。\n",
    "    - 接着定义了拉普拉斯算子对应的卷积核`kernel`，这里采用的是简单的四邻域形式（中心像素周围上下左右四个像素参与运算），其形式与拉普拉斯算子公式\\(\\nabla^{2}f(x,y)=f(x + 1,y)+f(x - 1,y)+f(x,y + 1)+f(x,y - 1)-4f(x,y)\\)相对应，在代码中以二维数组表示。\n",
    "    - 之后使用嵌套的`for`循环遍历图像中除边界像素外的像素点（因为边界像素无法完整地按照卷积核大小进行卷积操作），对于每个像素点，再通过两层嵌套的`for`循环遍历卷积核对应的邻域像素，将邻域内像素灰度值与卷积核对应元素相乘后相加，得到`sum_value`，这一步相当于用拉普拉斯算子对该像素进行了处理。\n",
    "    - 然后将拉普拉斯算子处理后的结果`sum_value`与原图像对应像素`image[y, x]`相加（这里相加的系数为1，实际应用中可以根据需要调整这个系数来控制锐化程度），并将结果赋值给`sharpened_image`对应位置的像素，完成对该像素的锐化操作。\n",
    "    - 最后，由于相加后的像素值可能超出图像像素值的有效范围（0 - 255），所以使用`np.clip`函数将其限制在这个范围内，并通过`astype(np.uint8)`将其转换为8位无符号整数类型（符合图像像素值的常见数据类型要求），返回锐化后的图像`sharpened_image`。"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d837ac8d-232c-4bd4-9093-21dfdbf5b7d7",
   "metadata": {},
   "source": [
    "## 示例用法"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "c7fcc855-7110-4a8f-8271-2fe979ccd10e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 读取图像（以灰度图模式读取）\n",
    "image = cv2.imread('flower.jpg', 0)\n",
    "\n",
    "# 进行基于拉普拉斯算子的锐化滤波\n",
    "sharpened_image = laplacian_sharpen(image)\n",
    "\n",
    "# 使用matplotlib在Jupyter Notebook中显示原始图像和锐化后的图像\n",
    "plt.subplot(1, 2, 1)\n",
    "plt.imshow(image, cmap='gray')\n",
    "plt.title('Original Image')\n",
    "\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.imshow(sharpened_image, cmap='gray')\n",
    "plt.title('Sharpened Image')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e819788a-02d7-43ca-af24-57db8025fe35",
   "metadata": {},
   "source": [
    "## 使用opencv库实现锐化滤波"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ddee721a-d476-4d06-97f4-33968b25bdd7",
   "metadata": {},
   "source": [
    "`opencv-python`库本身也提供了现成的基于拉普拉斯算子的锐化滤波相关函数（如`cv2.Laplacian`等），使用起来更加高效简洁，使用示例如下："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "de9d4f56-dfe7-4c0f-b196-88200903be46",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 读取图像（以灰度图模式读取）\n",
    "image = cv2.imread('flower.jpg', 0)\n",
    "\n",
    "# 使用cv2.Laplacian进行基于拉普拉斯算子的锐化滤波，需指定数据类型为cv2.CV_64F（用于中间计算），然后再转换为合适的类型显示\n",
    "laplacian_image = cv2.Laplacian(image, cv2.CV_64F)\n",
    "sharpened_image = cv2.convertScaleAbs(laplacian_image)\n",
    "\n",
    "# 使用matplotlib在Jupyter Notebook中显示原始图像和锐化后的图像\n",
    "plt.subplot(1, 2, 1)\n",
    "plt.imshow(image, cmap='gray')\n",
    "plt.title('Original Image')\n",
    "\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.imshow(sharpened_image, cmap='gray')\n",
    "plt.title('Sharpened Image')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "09ba164e-acbe-4e78-8939-134441d4906b",
   "metadata": {},
   "source": [
    "可以看到，锐化滤波之后，可以提取出图像的边缘轮廓，并且opencv库提供的函数处理效果更好。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d44c164a-4ccb-438a-b43f-33312a1c3d58",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
